Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002522

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002689

distance 0.101

#2 · Parbhanicell 4890002029

distance 0.133

#3 · Parbhanicell 4890002195

distance 0.143

#4 · Parbhanicell 4890002279

distance 0.146

#5 · Parbhanicell 4890001959

distance 0.164

#6 · Hingolicell 4770000386

distance 0.164 · cross-district

#7 · Parbhanicell 4890002609

distance 0.182

#8 · Hingolicell 4770001024

distance 0.183 · cross-district

#9 · Nagpurcell 4840006918

distance 0.185 · cross-district

#10 · Parbhanicell 4890002858

distance 0.186

#11 · Hingolicell 4770000059

distance 0.188 · cross-district

#12 · Buldhanacell 4720006516

distance 0.189 · cross-district

#13 · Parbhanicell 4890001945

distance 0.191

#14 · Parbhanicell 4890001952

distance 0.193

#15 · Parbhanicell 4890002608

distance 0.195

#16 · Parbhanicell 4890002034

distance 0.195

#17 · Washimcell 4990002807

distance 0.195 · cross-district

#18 · Parbhanicell 4890002290

distance 0.195

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890002522}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.